Auto Improve
Use to autonomously improve skills, memory files, agents, documentation, or conversation-derived workflows based on recent evidence. Runs eval-loop style review and mutation, keeps score and change logs, preserves reusable lessons, and chooses the highest-leverage improvement targets without waiting for explicit user instruction.
Second Brain
Build and maintain a durable, storage-agnostic personal or team knowledge system from notes, meetings, docs, chats, research, code repos, datasets, images, and loose ideas. Use when the user wants to capture raw material, incrementally compile it into a maintained LLM wiki, preserve provenance, consolidate duplicates, run recurring health checks, challenge ideas against prior knowledge, answer complex questions against the maintained wiki, generate reports or rendered artifacts from an evolving knowledge base, or turn recent knowledge updates into recurring publishable outputs without depending on a specific tool such as Obsidian.